Camel.loaders.mistral reader

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MistralReader

class MistralReader:

Mistral Document Loader.

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init

def __init__(
    self,
    api_key: Optional[str] = None,
    model: Optional[str] = 'mistral-ocr-latest'
):

Initialize the MistralReader.

Parameters:

• api_key (Optional[str]): The API key for the Mistral API. (default: :obj:None)
• model (Optional[str]): The model to use for OCR. (default: :obj:"mistral-ocr-latest")

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_encode_file

def _encode_file(self, file_path: str):

Encode the pdf to base64.

Parameters:

• file_path (str): Path to the input file.

Returns:

str: base64 version of the file.

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extract_text

def extract_text(
    self,
    file_path: str,
    is_image: bool = False,
    pages: Optional[List[int]] = None,
    include_image_base64: Optional[bool] = None
):

Converts the given file to Markdown format.

Parameters:

• file_path (str): Path to the input file or a remote URL.
• is_image (bool): Whether the file or URL is an image. If True, uses image_url type instead of document_url. (default: :obj:False)
• pages (Optional[List[int]]): Specific pages user wants to process in various formats: single number, range, or list of both. Starts from 0. (default: :obj:None)
• include_image_base64 (Optional[bool]): Whether to include image URLs in response. (default: :obj:None)

Returns:

OCRResponse: page wise extractions.